Run systematic literature reviews
scientific-thinking-literature-reviewskillsetup L2★0
Sheshiyer/skill-clusters ↗What it does
Conduct systematic literature reviews with search logging and synthesis
Best for
Building citation-backed background sections where systematic protocol and deduplication rules prevent claim gaps.
Inputs
- · research question
- · database list
- · inclusion/exclusion criteria
Outputs
- · literature review report
- · evidence synthesis table
- · search protocol log
Requires
- · PubMed API
- · arXiv API
- · Semantic Scholar
Preconditions
Research question clearly defined; databases accessible; date range specified
Failure modes
- · citation inconsistencies
- · duplicate deduplication errors
- · database API rate limits
Trust signals
- · search log template
- · extraction data structure
- · high/medium/low confidence labeling