literature-search
Installation
SKILL.md
Literature Search Best Practice
Search Strategy Design
- Define research question using PICO framework (Population, Intervention, Comparison, Outcome)
- Identify 2-4 core concepts from the research question
- List synonyms, abbreviations, and related terms for each concept
- Combine terms with Boolean operators: AND (between concepts), OR (within synonyms)
- Select at least 3 complementary databases relevant to the domain:
- Biomedical: PubMed, Scopus, Web of Science
- Computer science: arXiv, Semantic Scholar, DBLP, ACL Anthology
- Interdisciplinary: Google Scholar, OpenAlex
- Document exact search strings for reproducibility
Inclusion and Exclusion Criteria
- Define date range (e.g., last 5-10 years for rapidly evolving fields)
- Specify language restrictions (typically English)
- Specify publication types (peer-reviewed, preprints, conference papers)
- Define study design requirements (RCTs, observational, computational)
- Set domain-specific filters (species, methodology, sample size)
Related skills
More from aiming-lab/autoresearchclaw
scientific-writing
Academic manuscript writing with IMRAD structure, citation formatting, and reporting guidelines. Use when drafting or revising research papers.
13scientific-visualization
Publication-ready scientific figure design with matplotlib and seaborn. Use when creating journal submission figures with proper formatting, accessibility, and statistical annotations.
12statistical-reporting
Statistical test selection, assumption checking, and APA-formatted reporting. Use when analyzing experimental results or writing results sections.
11hypothesis-formulation
Structured scientific hypothesis generation from observations. Use when formulating testable hypotheses, competing explanations, or experimental predictions.
10a-evolve
>
9researchclaw
Run the ResearchClaw autonomous research pipeline from a topic, config, and output directory.
9