research-paper-digest

Extract core content from academic papers into audience-tailored summaries.

47|2|Updated Jun 3, 2026
One-click install
npx skills add https://github.com/Amazon-Quick/Amazon-Quick-official-catalog --skill research-paper-digest
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: research-paper-digest
Source: https://github.com/Amazon-Quick/Amazon-Quick-official-catalog/tree/main/skills/research-paper-digest
Command: npx skills add https://github.com/Amazon-Quick/Amazon-Quick-official-catalog --skill research-paper-digest

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Read and condense academic research papers into layered, audience-adaptive summaries. Handles local PDFs, preprint repository URLs, and DOIs. Produces structured output calibrated to reader expertise (expert, adjacent, executive) at configurable depth (tldr, executive, full). Use when asked to 'read this paper', 'summarize this paper', 'condense this paper', 'digest this paper', 'what does this paper say', 'break down this paper', 'explain this paper', 'paper summary', 'TLDR this paper', 'analyze this paper', 'review this paper', or 'parse this paper'.

Core Features & Use Cases

  • Reads papers from PDF, preprint URLs, or DOIs and produces layered summaries tailored to expertise level.
  • Outputs include a so-what statement, a structured claims table, jargon glossary, methodology assessment, and interactive Q&A options; can adapt depth to tldr, executive, or full.
  • Use case: researchers needing quick comprehension, executives needing business implications, or educators preparing summaries for classes.

Quick Start

Provide the paper source (PDF, URL, or DOI) and specify audience and depth to generate a tailored summary.

Frequently Asked Questions about research-paper-digest

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I summarize a research paper from a PDF or DOI?

To summarize a research paper from a PDF or DOI, provide the source file or identifier and specify your expertise level. The tool extracts core content to generate a structured, audience-tailored summary.

Can I get a TLDR summary of an academic preprint?

Yes, you can get a TLDR summary of an academic preprint by providing its URL and selecting the tldr depth option. This produces a concise breakdown calibrated for quick comprehension.

How do I explain complex research papers to executives?

To explain complex research papers to executives, set the audience level to executive and depth to executive or full. The output includes a so-what statement and business implications tailored for non-expert readers.

Does this tool generate a Q&A section after summarizing a paper?

Yes, the tool generates an interactive Q&A section after summarizing a paper. It grounds the Q&A options in the document's actual sections, figures, and tables for targeted follow-up queries.

What is the best way to break down methodology and claims from a scientific paper?

The best way to break down methodology and claims from a scientific paper is using a structured summary tool. It outputs a claims table, jargon glossary, and methodology assessment based on the extracted text.

Can I summarize open-access preprints using a URL?

Yes, you can summarize open-access preprints using a URL. The tool accepts preprint repository links, local PDFs, and DOIs to extract content and produce multi-depth summaries for various audiences.