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Prompts Chat History Sentiment and Theme Summarizer

general user analysis user risk: medium

Chat History Sentiment and Theme Summarizer

The prompt instructs the model to analyze a file containing chat history with a friend, summarize the sentiment of the conversations, and list the dominant themes discussed.

  • Policy sensitive
  • Human review
  • External action: medium

PROMPT 

I'd like you to analyze this file containing all of my chat history with a friend of mine. Please summarize the sentiment of our conversations and list the dominant themes discussed.

REQUIRED CONTEXT

  • chat history file

EXPECTED OUTPUT

Format
structured_report
Constraints
  • summarize sentiment
  • list dominant themes

SUCCESS CRITERIA

  • Summarize the sentiment of conversations
  • List the dominant themes discussed

FAILURE MODES

  • Cannot analyze without the provided chat history file

CAVEATS

Dependencies
  • Chat history file
Missing context
  • The chat history file or its content.
  • Desired output format (e.g., structured summary).
  • Scale or type of sentiment analysis (e.g., positive/negative/neutral).
Ambiguities
  • 'this file' assumes a file is provided but none is specified.
  • 'Sentiment of our conversations' unclear if overall or per conversation.
  • 'Dominant themes' lacks criteria for selection or number.

QUALITY

OVERALL
0.50
CLARITY
0.85
SPECIFICITY
0.50
REUSABILITY
0.20
COMPLETENESS
0.40

IMPROVEMENT SUGGESTIONS

  • Use a placeholder like '{chat_file}' instead of 'this file' to make it reusable.
  • Specify output format: 'Output as: Sentiment: [overall sentiment with score]. Top 5 themes: 1. [theme] - [brief description].'
  • Add constraints like 'Limit themes to 5 most frequent' and 'Base sentiment on emotion polarity'.

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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