Best Claude Skills for Literature Review: Find, Screen, and Synthesize Papers

A literature review has four jobs: find the right papers, decide which ones matter, work out what they say together, and write that up as an argument. Claude can help with all four, but no single prompt does them well. The skills below each handle one stage, so you can use the one you're stuck on or chain them together.

1. Find Papers: Academic Literature Research

The Academic Literature Research skill turns a topic into a shortlist: papers with relevance notes, methodology summaries, and key findings. Use it at the start, when you know the question but not the field's vocabulary yet.

For arXiv-heavy fields, pair it with AlphaXiv Paper Lookup, which returns a structured overview of any arXiv paper (contributions, method, results, limitations) so you can decide whether it's worth a full read.

2. Screen and Extract: Academic Research Assistant

Once you have 50 or more candidates, the bottleneck is screening. The Academic Research Assistant sets up a structured search strategy, screens abstracts against your inclusion criteria, and compares methodologies across the studies that make it through. Give it your criteria explicitly; screening is only as good as the rules you set.

3. Synthesize: Literature Review Synthesis

Synthesis is where most reviews stay weak: a list of summaries instead of an account of what the studies say together. The Literature Review Synthesis skill builds a synthesis matrix (findings mapped across studies), separates areas of consensus from active debates, assesses methodological quality, and names the gaps. The matrix is the part to keep: it's your evidence that each claim in the review rests on more than one paper.

4. Draft the Review: Literature Review Builder

The Literature Review Builder tracks each paper's method and findings, groups them by theme, and drafts a narrative review organized by insight rather than by source. That's the difference between "Smith (2019) found… Jones (2021) found…" and a review that makes an argument.

All Stages in One Plugin: Academic Research Skills

If you'd rather have one tool than four, the open-source Academic Research Skills plugin for Claude Code runs the whole pipeline: /ars-plan to sharpen the question, /ars-lit-review for the review, and /ars-citation-check to verify references. It pauses for your confirmation at each stage. It's licensed CC BY-NC 4.0, so check that fits your use.

How to Use Claude for a Literature Review (Step by Step)

1. Write the question and the criteria first. One research question, plus inclusion and exclusion rules (years, populations, study types). Everything downstream depends on these.
2. Search in real databases. Use Claude to suggest search strings and synonyms, then run them in Google Scholar, PubMed, Scopus, or your field's database. Don't accept a paper list that Claude produced from memory.
3. Screen with Claude, decide yourself. Let Claude sort abstracts into include/exclude/unsure against your criteria, then review the unsure pile and spot-check the rest.
4. Extract into a table. One row per paper: method, sample, findings, limitations. Give Claude the PDFs or abstracts, not just titles.
5. Synthesize from the table. Ask for themes, agreements, contradictions, and gaps, citing the rows each claim comes from.
6. Draft, then verify every citation. Check each reference against the source before the draft goes anywhere.

The One Rule: Never Trust a Citation You Haven't Opened

Language models can produce references that look right and don't exist, or real papers attached to claims they don't make. The skills above reduce this by working from sources you provide, but the check stays with you. Before submission, confirm that every reference exists, that the details are right, and that the paper actually supports the sentence citing it.

Common Questions

Once the review is done, the next stage is writing the paper itself. See Claude Skills for Academic Writing for thesis, paper, and peer-review skills, or Claude Skills for Academic Research for the full research workflow.

Get the Literature Review Skills