Systematic Review
Structured methodology for comprehensive literature review following PRISMA guidelines.
Install
npx skills add aiming-lab/AutoResearchClaw --skill systematic-review -g -a claude-code -y- Repository
- aiming-lab/AutoResearchClaw14.8k
- Category
- Engineering
- Updated
- 3mo ago
- License
- MIT
- Context cost
- Lightabout 135 tokens
- Runs scripts
- No, instructions only
What it does
Structured methodology for comprehensive literature review following PRISMA guidelines. Use during literature search and screening stages.
Systematic Review Best Practice
Follow PRISMA-like methodology for literature search:
- Define clear inclusion/exclusion criteria BEFORE searching
- Use multiple databases (Semantic Scholar, arXiv, OpenAlex)
- Search with both broad and narrow queries
- Screen by title/abstract first, then full text
- Extract: method, dataset, metrics, key findings
- Synthesize gaps and opportunities, not just summaries
- Prioritize recent (last 2-3 years) high-citation papers
- Include at least one seminal/foundational paper per sub-topic
