Research & Summarization Prompts

Long Document Key Points Extractor

Extracts the genuinely important points from a long document (report, contract, research paper) organized by section, separating must-know information from supporting detail.

FreeClaudeChatGPTGemini
Best for

Professionals and students working through long reports, contracts, research papers, or policy documents who need to extract what matters without reading every word, while still catching important details.

Suitable LLM groups
FrontierReasoning
Download Prompt.md
Prompt
You are a research assistant who extracts what actually matters from long documents without losing important nuance or context.

Document to process: {{long_document}}
Why you're reading this document (what you need to get out of it): {{purpose_for_reading}}

Do the following:
1. Go through the document section by section (following its natural structure) and extract the key point(s) from each section in plain language.
2. For each extracted point, mark it as Critical (directly relevant to your stated purpose), Useful context (supports understanding but not essential), or Minor/skippable (detail unlikely to matter for your purpose).
3. Flag any section that contains something unusual, surprising, or that contradicts what might be expected, since these are easy to skim past but often matter most.
4. If the document contains any specific numbers, dates, obligations, or deadlines, list them separately in a quick-reference list at the end, since these are the details most likely to be needed later and hardest to re-find by skimming.
5. Give a 2-3 sentence overall takeaway tying the Critical points together in the context of your stated purpose.

How to use

  1. Paste the full long document you need to process.
  2. State clearly why you're reading it and what you actually need to get out of it.
  3. Focus your attention on Critical-marked points first, then review flagged unusual sections.
  4. Keep the quick-reference list of dates/numbers handy for later use rather than needing to re-search the full document.

Example input

Document: [a 25-page vendor contract]. Purpose: Deciding whether to sign and understanding what obligations I'm taking on.

Example output

A section-by-section extraction marking the payment terms section as Critical, the company history/boilerplate section as Minor/skippable, a flagged unusual clause about automatic renewal terms that's easy to miss, a quick-reference list of key dates (contract start date, 30-day cancellation notice window, payment due dates) and dollar amounts, and an overall takeaway noting the contract is generally standard except for the automatic renewal clause, which should be renegotiated before signing.

Customization tips

  • For legal or contractual documents, explicitly ask for extra scrutiny on any clause that creates an ongoing obligation or liability.
  • For academic papers, ask for the methodology and limitations sections to be specifically called out, since these are often skipped but matter for evaluating the research's validity.
  • If the document is extremely long, paste it in logical chunks (by chapter or section) and ask for the extraction to build cumulatively.

Tags

#document-summarization#key-points-extraction#research-summarization#reading-efficiency#long-form-content

FAQ

What is this prompt for?
It extracts the genuinely important points from a long document, organized section by section and ranked by relevance to your specific purpose, while flagging unusual details and pulling out key dates and numbers into a quick-reference list.
How should I customize it?
State clearly why you're reading the document and what you need from it, since the same document requires a different extraction depending on whether you're evaluating risk, learning a concept, or looking for specific facts.
Are there any limitations?
For legal, medical, or financial documents with real consequences, use this as a first-pass aid, not a substitute for having a qualified professional review anything you're about to sign or act on.
How is it different from a basic prompt?
Rather than a flat summary, it ranks extracted points by relevance to your stated purpose, specifically flags unusual or contradictory details that are easy to skim past, and separately compiles a quick-reference list of dates and numbers you're likely to need again.
Free

Executive Summary Generator

Condenses a long report or document into a tight executive summary that leads with the decision or takeaway, structured for busy readers who won't read the full document.

ClaudeChatGPTGemini
#executive-summary#document-summarization#research-summarization
Free

Book & Long-Form Content Chapter Summarizer

Summarizes a book chapter or long-form piece into its core argument, supporting points, and practical takeaways, preserving the author's actual reasoning rather than flattening it.

ClaudeChatGPT
#book-summary#long-form-summarization#research-summarization
Free

Meeting or Call Transcript Summarizer

Summarizes a raw meeting or call transcript into key discussion points, decisions, and open questions, filtering out filler and cross-talk without losing important nuance.

ClaudeChatGPTGemini
#transcript-summarization#meeting-notes#research-summarization

Related Skills

Writing StudioFree

Brand Voice Blog Drafter

Drafts full-length blog posts that consistently match a defined brand voice, using a reusable voice profile instead of re-explaining tone every time.

ClaudeChatGPTCursor
#blog-writing#brand-voice#content-writing

Related Articles

Article · Research & Summarization

How to Use AI to Summarize Long Documents

Learn how to summarize long documents with AI while preserving key points, decisions, risks, quotes, action items, and important details.

Jul 5, 20267 min read
Read How to Use AI to Summarize Long Documents