Sora Prompt to Summarize a Document

Effectively summarizing a document is a daily challenge for professionals, students, and researchers who must process an increasing volume of information. Sora, the artificial intelligence tool developed by OpenAI, offers advanced capabilities to analyze and condense textual content while preserving essential ideas. Whether you need to synthesize a fifty-page report, a dense scientific article, or a complex legal document, a well-structured prompt makes all the difference between a superficial summary and a truly usable synthesis. The main challenge lies in how you phrase your request: a too vague prompt will produce a generic summary that misses critical points, while a precise prompt will guide Sora toward targeted extraction of key information. In this guide, we offer an optimized main prompt along with variants adapted to different levels of expertise, enabling you to get the most out of Sora for your document summarization tasks. Each variant has been designed to meet specific needs, from quick summaries to in-depth structured analysis.

The prompt

Sora

Act as an expert document analyst. I will provide you with a full document. Your mission is to produce a structured summary following these precise steps:

Context: Identify the document type (report, article, study, etc.), its author or source, and its main objective in 2-3 sentences.
Key points: Extract the 5 to 7 main ideas from the document as a bulleted list. Each point should be self-contained and understandable without reading the original document.
Arguments and data: Highlight the numbers, statistics, quotes, or major arguments supporting the key points.
Executive summary: Write a paragraph of 150 words maximum that captures the essence of the document, its conclusions, and any recommendations.
Limitations and nuances: Mention any reservations, potential biases, or points not addressed by the document.

Constraints: Maintain a neutral and objective tone, do not oversimplify, preserve important technical terminology. If the document contains ambiguous sections, explicitly flag them.

Here is the document to summarize:
[PASTE THE DOCUMENT HERE]

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Why it works

This prompt leverages the principle of decomposition into subtasks, guiding Sora through a sequential analysis rather than a raw compression of the text. Assigning an expert role (document analyst) activates a precise and analytical language register. Explicit constraints on tone, terminology, and flagging ambiguities reduce hallucinations and ensure a summary faithful to the source document.

Expected result

You will obtain a structured summary in five clearly delineated sections covering context, key points, data figures, a concise executive summary, and document limitations. The result will be directly usable for decision-making, presentations, or sharing with colleagues who have not read the original document.

Variants by level

FAQ

What is the maximum document length that Sora can effectively summarize?

Processing capacity depends on the available context window. For very long documents (over 50 pages), it is recommended to split the text into thematic sections, summarize each section individually, and then request a global synthesis of the partial summaries. This cascading approach ensures no important information is lost during compression.

How can I ensure the summary generated by Sora is faithful to the original document?

Three strategies improve summary fidelity: first, explicitly ask Sora to quote key passages to verify traceability. Second, add the constraint 'do not make any inferences beyond the provided text' in your prompt. Third, compare the summary with the document's headings and subheadings to ensure all major themes are covered. When in doubt, ask Sora to justify each point of the summary by referencing the source passage.

Can I use Sora to summarize technical or specialized documents?

Yes, Sora effectively handles technical documents provided you adapt your prompt. Specify the field of expertise (medical, legal, financial, IT) and explicitly ask to retain specialized terminology. For highly technical documents, add 'explain acronyms upon first occurrence' and 'maintain accuracy of technical terms without simplifying them.' You can also request a dual summary: one for field experts and one for non-specialists.

How to use this prompt

Copy the prompt with the button above.
Paste it into ChatGPT, Claude or your favorite AI assistant.
Replace the bracketed variables with your details, then refine the result.

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