qinyan-paper-analysis

Produces structured analyses of Chestnut blight fungus genomes and traits.

783|65|Updated Feb 27, 2026
One-click install
npx skills add https://github.com/LeonChaoX/qinyan-academic-skills --skill qinyan-paper-analysis-leonchaox
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: qinyan-paper-analysis
Source: https://github.com/LeonChaoX/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/LeonChaoX/qinyan-academic-skills --skill qinyan-paper-analysis-leonchaox

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill turns a single academic paper into an easy-to-read, structured analysis that highlights the research objective, methodology, key findings, and limitations—without requiring you to manually extract and organize those elements.

Core Features & Use Cases

  • Deep paper interpretation: Generates a structured report from the paper content (preferably from a PDF), not just a superficial summary.
  • Multi-source input handling: Accepts title+authors plus DOI, abstract, source URL, or a direct PDF URL to retrieve the necessary content for analysis.
  • API-driven output: Uses the Qinyan academic OpenAPI paper analysis endpoint to produce consistent, well-organized results with integrity constraints (no fabrication of missing facts).

Quick Start

Set your QINYAN_API_KEY and ask your agent to run this Skill with a JSON payload containing title, authors, and either a pdf_url, source_url, or abstract to get a structured analysis report.

Frequently Asked Questions about qinyan-paper-analysis

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

FAQPage Schema
How do I get a structured analysis of an academic paper from a PDF?

Yes, you can analyze papers using an abstract or source URL instead of a PDF. The system accepts title and authors alongside DOI, abstract, or source URL, prioritizing PDF URLs for the most comprehensive structured summary of the research.

What is included in a structured paper analysis for literature review?

You need to set your QINYAN_API_KEY and provide a JSON payload with the paper's title, authors, and either a pdf_url, source_url, or abstract. The API-driven process then outputs a consistent, well-organized analysis report with integrity constraints.

Does the paper analysis tool fabricate missing information from the source text?

Input preparation requires setting a QINYAN_API_KEY environment variable and structuring a JSON payload containing paper title, authors, and at least one content source (abstract, source_url, or pdf_url) to enable API endpoint authentication and content retrieval.

Can I use a DOI or abstract instead of a PDF URL for paper interpretation?

Next steps involve aggregating multiple structured single-paper analysis reports to synthesize broader literature reviews, compare methodologies across studies, and export consolidated research findings for academic publication preparation.

What do I need to set up before running an academic paper analysis workflow?

Complementary tools include PDF text extractors, DOI metadata resolvers, and bibliography managers that retrieve raw academic literature content, format citation data, and feed structured text inputs directly into the paper analysis pipeline.

Are there limitations when analyzing a paper without a direct PDF URL?

Alternative solutions include general-purpose LLM summarization agents or manual literature review templates that process raw academic text to produce customized summaries, though they may lack the structured objective-methodology-findings-limitations extraction framework.