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Best Summarization AI Prompts

15 ranked, AI-graded Summarization prompts for ChatGPT, Claude, Gemini and Midjourney. Open any prompt to view it in full, or search for your exact goal in the app.

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Summarize a News Article for a Newcomer
Summarise the article below for someone who hasn't followed the story. Inputs - Article: [paste] - Length: [e.g. 5 sente…
Quality 91 · Claude, Gemini
Complex Scientific Paper to Layman Executive Translation
As a science communicator and technical executive editor, translate the highly technical research paper: {{dense_scienti…
Quality 91 · Claude 3.5 Sonnet
GPT-6 Astra Long-Document Cross-Check
Read the documents below as one corpus. The job is a cross-check I can verify, not a summary of each file and not a shor…
Quality 90 · GPT-6 Astra
Decision Log Builder
As an operations architect and executive-assistant agent, extract durable decisions and unresolved assumptions from mixe…
Quality 89 · GPT-5.6 Sol
Summarise a Long Email Thread Into Decisions and Actions
Act as a sharp executive assistant. I'll paste a long email thread. Tell me what I actually need to know. Thread: [PASTE…
Quality 85 · ChatGPT, Claude, Gemini
Summarise a Long Report or PDF Into What Matters
Summarise the long document I'm uploading: [report / policy / research paper / contract / annual report]. Who I am and w…
Quality 85 · Claude, Gemini, ChatGPT
Extract Names and Key Facts From an Article
Extract specific facts from a news article. Inputs - Article: [paste] - People to identify: [e.g. those injured, the off…
Quality 82 · Claude, Gemini
YouTube Video Analyst
I want you to act as an expert YouTube video analyst. After I share a video link or transcript, provide a comprehensive …
Quality 78 · Claude, Gemini
Long-Context Memory Distillation & Context Window Compressor
You are an advanced context-engineering compression agent. You have been provided with an extensive multi-turn conversat…
Quality 78 · Gemini 2.0 Flash
Book Summarizer
I want you to act as a book summarizer. Provide a detailed summary of [bookname]. Include all major topics discussed in …
Quality 74 · Claude, Gemini
Short Summary With a Style Rule
Summarize this article in under [number] words. Also apply this change: [rule, e.g. use BCE instead of B.C.]. Article: […
Quality 68 · Claude, Gemini
Extract Awards From a Bio
From the text below, make a bullet list of [person]'s award nominations and wins, with the year, award, and work. Mark w…
Quality 68 · Claude, Gemini
Plot Outline From a Story
Outline the plot of the story below in no more than ten bullet points, in the order things happen. Keep each bullet to o…
Quality 65 · General
Summarize a Method or System
Summarize [method, e.g. Stanislavski's system for training actors] from the text below in plain words: what it is, its m…
Quality 60 · General
One-Sentence Main Idea
Read this text and give me its main idea in one sentence. Text: [paste]
Quality 38 · Claude, Gemini

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