Literature Review
Search PubMed, arXiv, bioRxiv simultaneously and generate formatted literature reviews with verif...
What You Can Do
You can conduct comprehensive literature reviews by simultaneously querying PubMed, arXiv, bioRxiv, and Semantic Scholar, then synthesizing the results into a coherent narrative organized by theme or research question. Claude verifies all citations for accuracy and generates publication-ready markdown and PDF documents with your choice of citation format, complete with PRISMA flow diagrams and research gap analysis.
Features
Query PubMed, arXiv, bioRxiv, and Semantic Scholar in one workflow to capture biomedical, preprint, and technical literature
Organize and synthesize findings by research theme, methodology, or research question with narrative integration
Validate all references for accuracy and completeness before inclusion in your final document
Generate citations in APA, Nature, Vancouver, IEEE, and other professional formats
Automatically generate systematic review flow diagrams showing search results, inclusion/exclusion criteria, and study selection
Highlight unexplored areas, conflicting findings, and future research directions
Output formatted markdown and PDF documents ready for publication or submission
Example Output
Example 1: Systematic Review on mRNA Vaccine Platforms
Search Results: 427 articles found across databases (PubMed: 234, arXiv: 89, bioRxiv: 104)
Synthesized Findings:
- Platform Development (2015-2020): 23 studies documenting evolution from Moderna and BioNTech prototypes
- Immunogenicity Mechanisms (2020-2024): 45 studies on innate immune activation and T-cell responses
- Clinical Efficacy: Phase III trials showing 90-95% effectiveness across variants
- Safety Profiles: Myocarditis reports in 1-2 per million doses
PRISMA Diagram: Flow chart showing 427 initial records → 312 screened → 89 full-text reviewed → 34 included studies
Citations: Smith et al. (2024). mRNA vaccine engineering. Nature Reviews, 25(3), 145-167.
Example 2: Scoping Review on AI in Drug Discovery
Key Findings Synthesized:
- Machine learning applications in target identification (12 studies)
- Virtual screening and molecular docking (18 studies)
- Clinical trial optimization (7 studies)
- Regulatory considerations (5 studies)
Research Gaps Identified:
- Limited long-term validation of AI predictions in clinical settings
- Need for explainability frameworks in regulatory submissions
- Data standardization across institutions
Citations formatted in Vancouver style with DOI verification.
What's Included
- literature-review SKILL.md instruction file with systematic review methodology:
- Multi-database search template with Boolean operators and query strategies for PubMed, arXiv, bioRxiv, and Semantic Scholar:
- PRISMA checklist for systematic review protocol and flow diagram specifications:
- Citation verification worksheet to validate and organize all references:
- Markdown template with sections for introduction, methods, results synthesis, discussion, and research gaps:
- Citation style reference guide for APA, Nature, Vancouver, and IEEE formats:
Who It's For
- Research scientists and postdoctoral fellows conducting systematic reviews or meta-analyses
- PhD students writing comprehensive literature review chapters or dissertation proposals
- Academic researchers preparing literature reviews for grant proposals or funding applications
- Healthcare professionals and clinicians synthesizing evidence for clinical practice guidelines
- Science communicators and science journalists creating evidence-based explainers on research topics
Best For
- Systematic literature reviews and meta-analyses across biomedical and scientific domains
- Scoping reviews to map research landscape on emerging topics
- Literature review sections of research papers, theses, and dissertations
- Grant proposal research summaries and significance statements
- Identifying research gaps, conflicting findings, and future research directions
You might also like
You can build interactive UI components with purposeful motion—transitions, hover states, micro-interactions, and enter/exit animations—or audit existing motion design and receive detailed feedback. The skill operates in two focused modes: Create mode helps you implement motion that serves a clear purpose, while Audit mode evaluates your animations against industry-standard principles and reports specific findings with improvement recommendations.
by kylezantos
You'll develop comprehensive 5S implementation strategies, conduct workplace audits with structured scoring, generate standardized procedures for your team, and facilitate continuous improvement cycles. Claude analyzes your current state, identifies quick wins, and helps you build lasting lean culture through data-driven assessments and kaizen guidance.
by kylezantos
You can systematically identify root causes of production problems using proven troubleshooting frameworks, decision trees, and rapid diagnosis protocols. This skill walks you through impact assessment, root cause analysis, and solution validation to minimize downtime and prevent recurring issues in manufacturing and operations environments.
by kylezantos
You can leverage Claude to streamline every aspect of film production coordination—from managing crew schedules and budgets to troubleshooting on-set logistics and creative challenges. This skill helps you create call sheets, coordinate locations, track production expenses, and quickly solve problems that arise during shooting without disrupting your workflow.
by kylezantos
You provide production data and process details, and this skill systematically analyzes the information to identify root causes of quality issues, yield losses, or equipment failures. It develops prioritized corrective actions with implementation timelines, compliance documentation, and performance metrics to track improvement effectiveness.
by kylezantos
This skill systematically analyzes your production data using proven continuous improvement methodologies like Lean and Six Sigma to identify bottlenecks, root causes, and measurable improvement opportunities. You'll receive prioritized, actionable recommendations with implementation roadmaps and risk assessments that help you focus on high-impact optimizations driving real cost savings and efficiency gains.
by kylezantos
Analyze production line data to identify bottlenecks, defect patterns, and root causes affecting TV manufacturing operations. Generate detailed corrective action plans with specific interventions, timelines, and expected impact. Transform raw production data into actionable insights for operations teams to improve yield, reduce downtime, and accelerate throughput.
by kylezantos
Prepare comprehensive audit documentation, track non-conformance issues from identification through resolution, and generate corrective action plans. You can document audit findings, prioritize risks by severity, assign accountability, and create formal reports that demonstrate compliance readiness to auditors and stakeholders.
by kylezantos