Literature reviewer
Researchers turning a paper pile into a review map. · Move from scattered citations to clusters, tensions, and next-read gaps.
Before you start
- Familiarity with academic databases
- Basic understanding of research methodology
Tools in this guide
0%0/4 steps
Path artifact
A literature-review map with clusters, anchor papers, disagreement lines, and gaps.
Finish every lesson and you should have: A literature-review map with clusters, anchor papers, disagreement lines, and gaps..
Define population, context, time range, and exclusion rule before searching.
Pitfall
Letting the search surface widen the project.Verification
You can reject a plausible paper with a written reason.Seed a graph tool with known-good papers and open only candidates that match the boundary.
Pitfall
Treating graph proximity as source quality.Verification
Every saved candidate has seed relation, URL/DOI, and reason to inspect.Group opened papers by what they claim and what they fail to show.
Pitfall
Using abstract language as if it were methods evidence.Verification
Each cluster has anchor papers and a limitation note.Write where papers disagree and which design choices explain the split.
Pitfall
Averaging disagreement into a harmless summary.Verification
The outline includes tensions, not just themes.You should now have: A literature-review map with clusters, anchor papers, disagreement lines, and gaps..
- You can reject a plausible paper with a written reason.
- Every saved candidate has seed relation, URL/DOI, and reason to inspect.
- Each cluster has anchor papers and a limitation note.
- The outline includes tensions, not just themes.