Academic Paper Analyzer & Figure Planner

Analyze academic papers to generate structured figure-planning reports.

80|8|Updated Apr 9, 2026
One-click install
npx skills add https://github.com/Azhi-ss/academic-figure-skills --skill academic-paper-analyzer-figure-planner
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Academic Paper Analyzer & Figure Planner
Source: https://github.com/Azhi-ss/academic-figure-skills/tree/main/academic-figure-paper-analyzer
Command: npx skills add https://github.com/Azhi-ss/academic-figure-skills --skill academic-paper-analyzer-figure-planner

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Analyzes academic papers to identify figure-worthy content and plan a coherent set of visuals that support publication.

Core Features & Use Cases

  • Analyze papers to identify figure-worthy content and plan per-section figure types and counts.
  • Generate a structured figure-planning report that guides prompts for downstream tools.
  • Adapt planning across CV, NLP, and ML papers, handling PDFs, LaTeX, or plain text abstracts.

Quick Start

Plan figures for a given paper by providing its title and abstract to receive a ready-to-use figure plan.

Frequently Asked Questions about Academic Paper Analyzer & Figure Planner

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

FAQPage Schema
How do I plan publication-ready figures from an academic paper?

You can plan figures for academic papers by providing a PDF, LaTeX source, or text abstract. The Skill analyzes the input to propose figure types, counts, and sequencing, outputting a ready-to-use figure-planning report even with partial inputs and missing sections.

What is the best way to identify figure-worthy content in ML research papers?

Identifying figure-worthy content in ML research papers involves analyzing the text to extract key data and structural concepts. This Skill evaluates your paper to propose a coherent set of visuals tailored to your specific research workflow and publication goals.

Can I analyze LaTeX sources or just plain text abstracts for figure planning?

Yes, you can analyze LaTeX sources, PDFs, and plain text abstracts for figure planning. The Skill adapts to these formats and handles partial inputs or missing sections to generate a complete figure-planning report.

Does the figure-planning report provide prompts for downstream visualization tools?

Yes, the figure-planning report provides prompts for downstream prompt skills. It generates a structured plan that guides the creation of publication-ready figures using visualization tools within your research workflow.

How does paper analysis handle partial inputs and missing sections?

Paper analysis handles partial inputs and missing sections by adapting its extraction logic to the available text. This ensures you receive a structured figure-planning report with proposed figure types and sequencing despite incomplete source material.