Systematic literature review with source verification, gap analysis, and synthesis. Produces a structured review covering existing work and identifying research opportunities.
review_scope:
topic: "Exact topic description"
research_questions:
- "RQ1: What approaches exist for X?"
- "RQ2: What are the trade-offs between approaches?"
- "RQ3: What gaps remain?"
inclusion_criteria:
- "Published 2020-2026"
- "Peer-reviewed or official documentation"
- "English or Portuguese"
exclusion_criteria:
- "Blog posts without data"
- "Preprints not yet peer-reviewed (unless seminal)"
search_terms:
- '"exact phrase" AND keyword'
- "synonym1 OR synonym2"
Execute searches across multiple sources:
| Source | Type | Search Method |
|---|---|---|
| Google Scholar | Academic | Title + keyword search |
| IEEE Xplore | Academic | Advanced search with filters |
| ACM Digital Library | Academic | Full-text search |
| arXiv | Preprints | Subject area + keyword |
| GitHub | Code | Topic + stars + recent activity |
| Official docs | Primary | Direct navigation |
Record: query, source, date, number of results.
For each result:
Target: 15-30 sources for a focused review, 50+ for a comprehensive survey.
For each selected source, extract: