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Chain of Density Prompt

GPTClaudeDeepSeek··▲ 299 copies·updated 2026-07-14

chain-of-density-prompt.prompt

Article:

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<Article>
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Summary:

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<Summary>
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Task:

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Identify the 2 informative entities from the article that are missing from this summary. An entity is defined as:

Relevant : to the main story
Specific : descriptive yet concise
Novel : not present in the previous summary
Faithful : present in the article
Anywhere : located anywhere in the article

Then write a new denser summary of identiacl length, which covers all entities and details from previous summary plus the missing entities.

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when to use it

Community prompt sourced from the open-source GitHub repo Skakarla2023/prompt-engineering-fundamentals (no explicit license). A "Chain of Density Prompt" style prompt — adapt the placeholders and specifics to your task. Imported as-is and not independently retested here, so check the output before relying on it.