qinyan-paper-analysis

Analyze academic papers to produce structured summaries of goals, methods, findings, and limitations.

48|6|Updated Mar 9, 2026
One-click install
npx skills add https://github.com/qinyan-ai/qinyan-academic-skills --skill qinyan-paper-analysis
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: qinyan-paper-analysis
Source: https://github.com/qinyan-ai/qinyan-academic-skills/tree/main/skills/%E6%B2%81%E8%A8%80%E5%AD%A6%E6%9C%AFskills/qinyan-paper-analysis
Command: npx skills add https://github.com/qinyan-ai/qinyan-academic-skills --skill qinyan-paper-analysis

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires curl, python3, and includes scripts (resource) components.

What problem does it solve?

This skill provides deep, structured analysis of a single academic paper by extracting the study's objectives, methodologies, key findings, and limitations, enabling researchers to quickly grasp essential content and assess relevance.

Core Features & Use Cases

  • Deep paper analysis: generates a structured summary including research goals, methods, results, and limitations.
  • Flexible inputs: accepts title, authors, abstract, DOI, source URL or PDF URL to retrieve content via the OpenAPI.
  • Use Case: researchers can produce literature-ready summaries for quick comparison across multiple papers.

Quick Start

Run bash scripts/analyze.sh '<json_payload>' to obtain a structured analysis of a given paper.

Frequently Asked Questions about qinyan-paper-analysis

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

FAQPage Schema
How do I extract structured insights from an academic paper?

To extract structured insights from an academic paper, provide a PDF URL, DOI, abstract, or source URL. The analysis outputs a structured interpretation covering research goals, methodologies, findings, and limitations for quick assessment.

What inputs do I need to analyze a research paper via API?

Analyzing a research paper requires a QINYAN_API_KEY and at least one input: abstract, DOI, source URL, or PDF URL. The API fetches content from these inputs to generate a structured summary of the study.

Can I generate a literature review summary from a DOI?

Yes, you can generate a literature-ready summary from a DOI. The analysis retrieves the paper content using the DOI and extracts objectives, methods, results, and limitations for quick comparison across multiple papers.

Does the paper analysis tool work with PDF URLs?

Yes, the paper analysis tool works with PDF URLs. You can pass a PDF URL in the JSON payload to fetch academic paper content and produce a structured interpretation of its goals, methods, findings, and limitations.

How do I run a structured paper analysis using bash?

Run bash scripts/analyze.sh with a JSON payload containing your paper inputs. This executes the API request to fetch content and outputs a structured summary of the academic paper's core components.