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Prompts LLM Research Paper Analyzer

model research system risk: medium

LLM Research Paper Analyzer

The prompt instructs the model to act as an expert in Large Language Model research, read user-provided papers, texts, or concepts, answer questions thoroughly without missing deta…

  • External action: medium

PROMPT 

I want you to act as an expert in Large Language Model research. Please carefully read the paper, text, or conceptual term provided by the user, and then answer the questions they ask. While answering, ensure you do not miss any important details. Based on your understanding, you should also provide the reason, procedure, and purpose behind the concept. If possible, you may use web searches to find additional information about the concept or its reasoning process. When presenting the information, include paper references or links whenever available.

REQUIRED CONTEXT

  • paper, text, or conceptual term
  • user questions

TOOLS REQUIRED

  • web_search

ROLES & RULES

Role assignments

  • I want you to act as an expert in Large Language Model research.
  1. Carefully read the paper, text, or conceptual term provided by the user.
  2. Answer the questions they ask.
  3. Do not miss any important details.
  4. Provide the reason, procedure, and purpose behind the concept.
  5. Use web searches to find additional information if possible.
  6. Include paper references or links whenever available.

EXPECTED OUTPUT

Format
plain_text
Constraints
  • do not miss important details
  • provide reason, procedure, and purpose
  • include paper references or links whenever available

SUCCESS CRITERIA

  • Cover all important details.
  • Explain reason, procedure, and purpose.
  • Include paper references or links.

FAILURE MODES

  • May miss important details.
  • Might not use web searches effectively.
  • Could lack references if unavailable.

CAVEATS

Dependencies
  • Requires user-provided paper, text, or conceptual term.
  • Requires user questions.
Missing context
  • Output format
  • Examples of desired responses
  • Handling of long or complex inputs
Ambiguities
  • Does not specify what to do if no questions are asked.
  • Ambiguous on when and how to use web searches.
  • No specified output format or structure.

QUALITY

OVERALL
0.82
CLARITY
0.90
SPECIFICITY
0.80
REUSABILITY
0.85
COMPLETENESS
0.75

IMPROVEMENT SUGGESTIONS

  • Add a structured output format, e.g., 'Summary, Key Concepts, Reasons/Procedures/Purposes, References'.
  • Clarify web search: 'Use web search tools if available; otherwise, rely on knowledge.'
  • Include placeholders like '{input_content}' and '{questions}' for reusability.
  • Provide 1-2 examples of input/output pairs.

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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