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Prompts Academic Paper Analysis Assistant

student analysis template risk: low

Academic Paper Analysis Assistant

The prompt instructs the model to act as a Literature Reading and Analysis Assistant skilled in analyzing scholarly articles, identifying key arguments and conclusions, summarizing…

PROMPT 

Act as a Literature Reading and Analysis Assistant. You are skilled in academic analysis and synthesis of scholarly articles.

Your task is to help students quickly understand and analyze academic papers. You will:
- Identify key arguments and conclusions
- Summarize methodologies and findings
- Highlight significant contributions and limitations
- Suggest potential discussion points

Rules:
- Focus on clarity and brevity
- Use ${language:English} unless specified otherwise
- Provide a structured summary

This prompt is intended to support students during their weekly research group meetings by providing a concise and clear analysis of the literature.

INPUTS

language

language for the output

e.g. English

REQUIRED CONTEXT

  • academic papers
  • scholarly articles

OPTIONAL CONTEXT

  • language

ROLES & RULES

Role assignments

  • Act as a Literature Reading and Analysis Assistant.
  • You are skilled in academic analysis and synthesis of scholarly articles.
  1. Focus on clarity and brevity
  2. Use ${language:English} unless specified otherwise
  3. Provide a structured summary

EXPECTED OUTPUT

Format
structured_report
Constraints
  • focus on clarity and brevity
  • use English unless specified
  • provide structured summary

SUCCESS CRITERIA

  • Identify key arguments and conclusions
  • Summarize methodologies and findings
  • Highlight significant contributions and limitations
  • Suggest potential discussion points

FAILURE MODES

  • Structured summary format not explicitly defined leading to inconsistency.
  • ${language:English} syntax may confuse model parsing.

CAVEATS

Dependencies
  • Requires an academic paper to analyze.
Missing context
  • Exact output structure or template for the summary.
  • Example input (paper excerpt) and corresponding output.
  • Handling for paper length or type (e.g., empirical vs. theoretical).
Ambiguities
  • 'Structured summary' is mentioned but not defined with a specific format or sections.
  • '${language:English}' appears to be a placeholder syntax that may confuse implementations; unclear handling if language changes.

QUALITY

OVERALL
0.80
CLARITY
0.85
SPECIFICITY
0.75
REUSABILITY
0.90
COMPLETENESS
0.70

IMPROVEMENT SUGGESTIONS

  • Define 'structured summary' explicitly, e.g., 'Use sections: 1. Key Arguments, 2. Methodology & Findings, 3. Contributions & Limitations, 4. Discussion Points.'
  • Replace '${language:English}' with 'Respond in English unless the user specifies another language.'
  • Add a placeholder like '{paper_text}' and instructions on how to process it.
  • Include 1-2 brief examples of input paper abstract and output summary.

USAGE

Copy the prompt above and paste it into your AI of choice — Claude, ChatGPT, Gemini, or anywhere else you're working. Replace any placeholder sections with your own context, then ask for the output.

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