Research⚡ LLMDB Original
28 copiesMulti-Agent Research Synthesis Prompt
Synthesize multiple research papers into coherent summaries via multi-agent debate.
Works with: Claude · GPT · GeminiAdded Jul 26, 2026
Research & SearchClaudeGemini
Academic Paper Summarizer
Use case: Summarizing long-form research papers and abstracts
35 copies•210 views•25 words•Created Jun 14, 2026
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WHAT THIS PROMPT DOES
- Designed to solve: Summarizing long-form research papers and abstracts
- Recommended engine compatibility: Runs best on Claude or Gemini
- Structure layout: Incorporates 1 custom input variable fields
- Execution output target: Generates structured markdown lists and blocks
PROMPT SOURCE CODE
Analyze the following paper abstract/body:
"{{paper_text}}"
Produce a practitioner-ready summary detailing: 1. Core Hypothesis, 2. Research Methodology, 3. Key Quantitative Findings, and 4. Identified Limitations. Format the findings as bullet points.This prompt has 1 variable(s):
EXAMPLE OUTPUT
1. **Core Hypothesis**: Fine-tuning pre-trained models on task-specific markdown outputs improves downstream retrieval relevance.
2. **Methodology**: Evaluated on 10,000 queries using HSL color-coded rating matrix panels.
3. **Quantitative Findings**: Observed a 14.5% latency reduction.
Generated using ClaudeOutputs may vary. Always review AI-generated content.
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