paper-narrative

Evaluate and suggest figure improvements in scientific papers using Python and R.

288|34|Updated Jul 6, 2026
One-click install
npx skills add https://github.com/PKU-YuanGroup/OpenAI4S --skill paper-narrative-pku-yuangroup
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: paper-narrative
Source: https://github.com/PKU-YuanGroup/OpenAI4S/tree/main/skills/paper-narrative
Command: npx skills add https://github.com/PKU-YuanGroup/OpenAI4S --skill paper-narrative-pku-yuangroup

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires python, r, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill assists in evaluating and refining the narrative conveyed by figures in scientific papers, streamlining the review and revision process.

Core Features & Use Cases

  • Figure Analysis: Automatically assess the impact and clarity of figures in a paper.
  • Content Reassignment: Suggests figure moves and missing analyses.
  • Review Workflow: Integrates with the figure composition process for iterative improvement.
  • Use Case: When drafting or revising a scientific paper, use this Skill to get insights on figure placement, content, and potential improvements before finalizing the figure set.

Quick Start

Load the paper-narrative skill. Provide the manuscript abstract and figure deck: @manuscript.tex and @all_figures.pdf.

Frequently Asked Questions about paper-narrative

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

FAQPage Schema
How do I evaluate scientific paper figures for narrative clarity and content relevance?

To evaluate scientific paper figures for narrative clarity, you can use an automated analysis tool that assesses figure impact and suggests improvements based on content relevance. This streamlines the review process by identifying missing analyses.

Do I need Python and R to analyze figures in a research manuscript?

Yes, Python and R are required. These computational and text processing dependencies are necessary to execute the automated figure analysis, evaluate the narrative conveyed by the figures, and generate revision suggestions.

What's the best way to suggest figure moves and missing analyses during paper revision?

The best way to suggest figure moves and missing analyses during paper revision is to use a structured review workflow. This workflow analyzes your manuscript abstract and figure deck to provide iterative improvement insights before finalizing the set.

Can I get insights on figure placement and content by providing a manuscript abstract and figure deck?

Yes, you can get insights on figure placement and content by providing your manuscript abstract and figure deck. The tool evaluates the narrative impact and clarity of the figures to suggest potential improvements for your scientific paper.

When do I need to use an automated tool for scientific paper figure analysis?

You need to use automated scientific paper figure analysis when drafting or revising a manuscript. It is specifically used to refine the narrative conveyed by your figures and get insights on potential improvements before finalizing the figure set.