How to draft a literature review from your Zotero library
Wann einsetzen: You've collected 50+ papers on a topic in Zotero and need to synthesize them into a coherent review.
Voraussetzungen
- Zotero desktop with zotero-mcp plugin installed — Download .xpi from releases, Tools → Add-ons → Install from file
- PDFs attached and indexed — Right-click collection → Rebuild Full-Text Index if search is empty
Ablauf
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Scope the reviewSemantically search my Zotero collection 'Agentic AI' for papers on tool selection strategies. Return top 15.✓ Kopiert→ Ranked list with titles, authors, year, abstract snippet
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Extract key claims per paperFor each of those 15, read the full text and extract (a) the main claim, (b) method, (c) dataset or setting.✓ Kopiert→ Structured table you can sort
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Synthesize with citationsWrite a 3-page review clustering these by approach. Cite every claim with Zotero item keys in (Author, Year) style.✓ Kopiert→ Draft with bracketed citations mapping back to your library
Ergebnis: A first-draft review grounded in papers you actually own, every claim traceable to a Zotero item.
Fallstricke
- Full-text search returns nothing — Zotero only indexes text-layer PDFs. Run OCR on image PDFs first
- Citations hallucinated — Ask for the Zotero item key (e.g. ABCD1234) alongside every citation — you can paste it into a verifier