Chain of Density Summarizer

Generate increasingly dense summaries of documents while retaining key information

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nextpj·Mar 2, 2026
productivity
summarizationchain-of-densitywritingextraction

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Article: {{article_text}} You will generate increasingly concise, information-dense summaries of the above article. Follow this process: 1. First summary: Identify the main topic and key points in 100 words. 2. Second summary: Compress to 75 words while keeping essential information. 3. Third summary: Further compress to 50 words retaining only the most critical details. 4. Final summary: Create a 25-word atomic summary capturing the core essence. For each iteration, include any missing core facts from previous versions. Preserve entity names, numbers, and key claims.