systematic-review

name	systematic-review
description	Structured methodology for comprehensive literature review following PRISMA guidelines. Use during literature search and screening stages.
metadata	{"category":"experiment","trigger-keywords":"literature,review,survey,related work,prior work","applicable-stages":"3,4,5,6","priority":"3","version":"1.0","author":"researchclaw","references":"Page et al., The PRISMA 2020 statement, BMJ 2021"}

Systematic Review Best Practice

Follow PRISMA-like methodology for literature search:

1. Define clear inclusion/exclusion criteria BEFORE searching
2. Use multiple databases (Semantic Scholar, arXiv, OpenAlex)
3. Search with both broad and narrow queries
4. Screen by title/abstract first, then full text
5. Extract: method, dataset, metrics, key findings
6. Synthesize gaps and opportunities, not just summaries
7. Prioritize recent (last 2-3 years) high-citation papers
8. Include at least one seminal/foundational paper per sub-topic