Verified:GitHub

analyze-paper

Extract core motivations, methods, and results from research papers with citations.

Updated Aug 23, 2026

Search Tags:#frontmatter #literature-review #academic-research #paper-analysis #evidence-tracking #structured-notes #citation-mapping

Ready to run

npx skills add https://github.com/jssfy/k-skills --skill analyze-paper-jssfy

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: analyze-paper
Source: https://github.com/jssfy/k-skills/tree/main/skills/learning/analyze-paper
Command: npx skills add https://github.com/jssfy/k-skills --skill analyze-paper-jssfy

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill enables researchers to transform a research paper into a structured, analysis-ready note by extracting motivations, methods, experiments, and implications directly from the primary sources and validated references.

Core Features & Use Cases

Phase 0–2 workflow orchestration: parallel data collection from primary sources and literature to build a comprehensive research picture.
Evidence traceability: every quantitative claim is linked to exact sections, figures, or tables in the paper with proper citations.
Cross-cutting analysis: generates motivation, method, experiments, and limitations sections, plus an issues map for future work.

Quick Start

Provide a paper URL or title to generate a structured, citation-backed analytic report.

Frequently Asked Questions about analyze-paper

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

FAQPage Schema

How do I extract motivations and methods from a research paper for a literature review?▼

Academic paper analysis automates extraction by using parallel agents to identify core motivations and methods, building a comprehensive research picture from primary sources and validated references.

How do I trace quantitative claims back to specific sections and figures in an academic paper?▼

Evidence traceability links every quantitative claim to exact sections, figures, or tables in the paper, ensuring every numeric assertion is traceable to primary L1/L2 sources.

What is the best way to structure academic research notes for evidence tracking?▼

Generating structured notes involves orchestrating a Phase 0–2 workflow that produces cross-cutting sections for motivation, method, experiments, limitations, and an issues map for future work.

Can I generate a citation-backed analytic report just by providing a paper title?▼

Providing a paper URL or title initiates parallel data collection from primary sources and literature, producing a structured, citation-backed analytic report.

Does this paper analysis approach identify limitations and future work issues?▼

Cross-cutting analysis generates limitations sections and an issues map for future work by verifying claims against primary sources and validated literature.

What are the limitations of automated literature review agents for academic research?▼

Limitations include dependency on accessible primary sources and validated references for cross-validation, as every numeric assertion requires exact section and figure citations for traceability.