paper-parse

Extract text from academic paper PDFs or URLs and generate dual-mode reports.

Updated Apr 9, 2026
One-click install
npx skills add https://github.com/jakechen1/echo-research-framework --skill paper-parse-jakechen1
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: paper-parse
Source: https://github.com/jakechen1/echo-research-framework/tree/main/skills-disabled/paper-parse
Command: npx skills add https://github.com/jakechen1/echo-research-framework --skill paper-parse-jakechen1

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Analyze user-provided academic papers (PDF attachments or URLs) with a dual-mode, deep-reading approach. When a user requests analysis, reading, interpretation, or summarization, this skill generates two reports at once: Part A for in-depth scholarly analysis and Part B for a concise core logic and value extraction.

Core Features & Use Cases

  • Dual-report output: Simultaneously produce Part A and Part B reports in a single deliverable.
  • Doc ingestion & processing: Extract full text from PDFs or URL sources, and interpret figures and tables when present.
  • Template-driven delivery: Produce final deliverables using the provided templates located in references (part-a-template.md and part-b-template.md).

Quick Start

Provide a paper (PDF or URL) and trigger dual-mode report generation to obtain both Part A and Part B outputs.

Frequently Asked Questions about paper-parse

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

FAQPage Schema
How do I generate a literature review from a PDF for academic analysis?

You can summarize academic papers from URLs by providing the link to initiate text extraction and dual-mode analysis, which produces a combined markdown file containing both deep scholarly interpretation and concise core logic extraction.

Can I extract core logic and value from research papers automatically?

Dual-mode paper analysis outputs a single markdown deliverable containing Part A for in-depth scholarly analysis and Part B for concise core logic and value extraction, ensuring both comprehensive interpretation and quick summarization.

How do I interpret figures and tables during PDF text extraction?

The analysis workflow interprets figures and tables present in the source material during the text extraction phase, integrating visual data comprehension directly into the final dual-mode markdown reports.

What file format is required for scholarly analysis reports?

The required file format for scholarly analysis reports is markdown, specifically named using the [paper_short]_研读报告.md convention, containing both the deep analysis and concise summary sections.

Does dual-mode paper analysis work with both PDF attachments and URLs?

Dual-mode paper analysis works with both PDF attachments and URLs, automatically detecting the input source to extract full text and apply template-driven scholarly interpretation without requiring separate workflows.