Literature Review
advancedresearchMin 200K context
Conducts systematic literature reviews across scientific databases including PubMed, arXiv, bioRxiv, and Semantic Scholar. Synthesizes findings from multiple papers, identifies research gaps, maps citation networks, and produces structured review documents suitable for grant proposals or publication introductions.
Use Cases
- Systematic literature reviews for grant proposals
- Mapping the state of the art in a research field
- Identifying research gaps and open questions
- Generating annotated bibliographies with key findings
- Comparing methodologies across multiple studies
- Building citation networks to find seminal papers
Example Prompt
Conduct a literature review on the topic of "transformer architectures for protein structure prediction" covering the last 3 years. Steps: 1. Search PubMed and arXiv for relevant papers 2. Categorize papers by approach (language models, diffusion, GNNs, etc.) 3. Extract key metrics and benchmarks from each paper 4. Identify the current state of the art and remaining challenges 5. Map citation relationships between key papers Output format: ## Overview [2-3 paragraph summary of the field] ## Key Papers (by category) | Paper | Year | Approach | Key Result | |-------|------|----------|------------| ## Research Gaps - [identified gaps and opportunities] ## Recommended Reading Order 1. [foundational papers first, then recent advances]
Recommended Models
Compatible Tools
claude-codecursorkiroany
Modalities
Input: text, file
→Output: text, code
Related Skills
Author
OpenModels Community