VTO Taxonomy Knowledge Base

Name: VTO Taxonomy Knowledge Base
Availability: InStock
Author: OpenRaiser

Classify and diagnose visual typesetting defects in rendered PDF pages.

334|18|Updated Mar 9, 2026

Search Tags:#latex #vto #layout repair #visual diagnostics #pdf page rendering #defect taxonomy

Ready to run

npx skills add https://github.com/OpenRaiser/PaperFit --skill vto-taxonomy-knowledge-base

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: VTO Taxonomy Knowledge Base
Source: https://github.com/OpenRaiser/PaperFit/tree/main/skills/taxonomy-vto
Command: npx skills add https://github.com/OpenRaiser/PaperFit --skill vto-taxonomy-knowledge-base

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It solves the challenge of consistently identifying and classifying visual typesetting defects in PDF page renders so an agent can reliably produce actionable diagnostics.

Core Features & Use Cases

Standardized VTO defect taxonomy: Defines five defect categories (space utilization, float issues, consistency, overflow/alignment, and cross-template migration) with severity levels (Minor/Major/Critical).
Page-by-page visual diagnosis guidance: Provides concrete visual observation methods and recording formats for each defect type, including thresholds like whitespace proportion and column void size.
Log cross-referencing for overflow defects: Specifies how to validate D-class issues (e.g., Overfull \hbox) with compile.log signals, improving correctness.

Quick Start

Ask the layout-detective agent to render the document pages and use this taxonomy to produce a structured JSON diagnosis report ordered by severity.

Frequently Asked Questions about VTO Taxonomy Knowledge Base

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

FAQPage Schema

How do I classify visual typesetting defects in rendered PDF pages?▼

To classify visual typesetting defects in rendered PDF pages, apply a standardized visual typesetting defect taxonomy covering space utilization, float issues, consistency, overflow, and cross-template migration. This taxonomy assigns severity levels and generates structured JSON diagnosis reports for actionable repair routing.

What is visual typesetting defect taxonomy used for in LaTeX?▼

Visual typesetting defect taxonomy in LaTeX is used for consistently identifying and classifying page-layout problems in rendered PDFs. It defines five specific defect categories with severity thresholds to ensure agents reliably produce actionable diagnostics for downstream repair routing.

How do I diagnose LaTeX overflow and alignment defects using compile.log?▼

To diagnose LaTeX overflow and alignment defects using compile.log, cross-check visual findings against compile.log signals like Overfull \hbox. This validates D-class overflow issues by matching specific log error messages with visual layout defects observed in PDF page renders.

How do I structure a visual diagnosis report for LaTeX PDF page rendering?▼

To structure a visual diagnosis report for LaTeX PDF page rendering, output findings as a structured JSON report ordered by severity. Include defined evidence fields, severity assignments like Minor or Major, and unique defect_id mappings to enable downstream repair routing.

What are the severity levels for visual layout repair in PDF page rendering?▼

The severity levels for visual layout repair in PDF page rendering are Minor, Major, and Critical. These levels guide the prioritization of space utilization, float issues, consistency, and overflow defects, ensuring the JSON diagnosis report routes the most critical layout problems first.