How to prompt Claude for multi-source literature summaries
Need a prompt template and chunking strategy to synthesize 100+ paper summaries into a structured literature review with citations and confidence scores.
Best tools for this use case
Based on the workflow in this discussion, these tools are useful starting points to review.
Claude
Excellent for careful reasoning, long-form thinking and structured analysis.
ChatGPT
Best all-round AI assistant for broad knowledge work and workflow acceleration.
Gemini
Strong AI assistant for users already working inside Google's ecosystem.
Answers
Approved replies, operator insight, and tactical follow-up from the community.
Chunking: for each paper extract metadata (title, authors, year, DOI), a 150–300-word summary, methods, key claims, and 3 supporting citations; save as JSON/CSV. Process in batches of 10–15 papers. Workflow: 1) synthesize each batch into themed notes with inline citations and a 3-level confidence (High/Med/Low) plus one-line justification; 2) merge batch syntheses, reconcile conflicts, preserve provenance. Prompt template (Claude): 'Synthesize these N summaries into a structured review section with headings, inline citations, and a 3-level confidence score and justification for each claim.' More on tool fit: Compare Claude and ChatGPT