skills.rest
louzhengshuai
louzhengshuaiCOMMUNITY
Explore all skills by this author →
GitHub

figure-polish

Refines academic figures via enforced style guides and a render-inspect-revise workflow.

Updated Jul 1, 2026
Search Tags:#visual standards#figure quality#style guidelines#figure refinement#academic publication
One-click install
npx skills add https://github.com/louzhengshuai/seepscientist --skill figure-polish-louzhengshuai
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: figure-polish
Source: https://github.com/louzhengshuai/seepscientist/tree/main/src/skills/figure-polish
Command: npx skills add https://github.com/louzhengshuai/seepscientist --skill figure-polish-louzhengshuai

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill addresses the need for high-quality, academic-standard figures suitable for publications and durable artifact storage, providing a structured approach to figure refinement.

Core Features & Use Cases

  • Figure Polishing: Offers guidelines for creating clear, academic-style figures suitable for milestone reports, papers, and appendices.
  • Style and Formatting: Enforces style contracts and visual rules to maintain consistency and readability.
  • Render-Inspect-Revise Workflow: Ensures that figures are rendered, inspected, and revised as needed before finalizing.
  • Use Case: Before submitting a paper, use this Skill to refine all figures, ensuring they meet the required standards.

Quick Start

Run the figure-polish skill on your figures to ensure they meet publication standards.

Frequently Asked Questions about figure-polish

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

FAQPage Schema
How do I refine figures for academic publication standards?▼

To refine figures for academic publication, you must enforce style guidelines, visual rules, and a mandatory render-inspect-revise workflow to ensure consistency, readability, and adherence to durable artifact standards.

What is the render-inspect-revise workflow for figure polishing?▼

The render-inspect-revise workflow for figure polishing ensures figures are rendered, inspected for compliance with style contracts, and revised as needed before finalizing for milestone reports and papers.

When do I need to apply visual standards to academic figures?▼

You need to apply visual standards to academic figures before submitting milestone reports, papers, or appendices to ensure they meet publication requirements and function as durable artifacts.

Does figure polishing work for both milestone reports and paper appendices?▼

Yes, figure polishing works for both milestone reports and paper appendices by applying style contracts and visual discipline to maintain consistent academic standards across all durable artifacts.

What are the limitations of using style guidelines for figure refinement?▼

The limitation of using style guidelines for figure refinement is that strict adherence to academic standards and visual discipline is required, making it highly specialized for durable artifacts rather than general visual design.

Related Skills

Explore More Education & Research Skills→
ARAVINDAN20ARAVINDAN20
4

figure-generation

Generate publication-quality figures from prompts and datasets using Matplotlib or Seaborn.

Community
Advanced
ShiienShiien
7

paper-illustrate

Generate publication-ready diagrams as TikZ or SVG sources.

Community
Advanced
SimonZeng7108SimonZeng7108
17

icdm

Guide researchers in formatting ICDM papers with IEEEtran layout and IEEE style.

Community
Intermediate
ArnavPuriArnavPuri
3

graphic-design

Generate graphics with AI image generation and HTML/CSS/SVG code.

Community
Advanced