content-analyzer

Analyze slide content to extract layout decision features and metrics.

2|3|Updated Nov 9, 2025

Search Tags:#layout #presentation #slides #deterministic #grid #content-analysis

Ready to run

npx skills add https://github.com/genesis-agents/GenesisPod --skill content-analyzer-genesis-agents

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: content-analyzer
Source: https://github.com/genesis-agents/GenesisPod/tree/main/backend/src/modules/ai-app/office/slides/skills/content-analyzer
Command: npx skills add https://github.com/genesis-agents/GenesisPod --skill content-analyzer-genesis-agents

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Slide content often lacks structured layout guidance, making it hard to pick optimal templates and grids; this skill provides deterministic analysis to derive layout decisions from the content itself.

Core Features & Use Cases

Deterministic content analysis that quantifies section types, density, and structure to guide design decisions.
Outputs metrics such as section-type distribution, content volume, logical structures, data density, and visual complexity, enabling informed template choices.
Use Case: apply to slide decks to automatically suggest layout types and grid configurations for consistent visuals across a presentation.

Quick Start

Provide slide content to analyze and run the content-analyzer to produce a layout decision report.

Frequently Asked Questions about content-analyzer

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

FAQPage Schema

How do I automatically suggest slide layouts and grid configurations from presentation content?▼

To suggest slide layouts from content, you can use a deterministic content analyzer to extract layout decision features like section types and data density. This generates a ContentAnalysisResult with metrics and grid recommendations for your presentation.

What is deterministic content analysis for presentation slides?▼

Deterministic content analysis is a processing pipeline that quantifies slide structure, section types, and data density without relying on LLMs. It outputs objective metrics to guide template choices and capacity estimates across design workflows.

How do I estimate visual complexity and content volume for slide deck design?▼

You can estimate visual complexity and content volume by running slide content through a deterministic analysis pipeline. The process outputs a ContentAnalysisResult containing specific metrics like data density and logical structures to inform your design.

Do I need LLMs to generate layout decisions and grid suggestions for slides?▼

No, you do not need LLMs to generate layout decisions and grid suggestions. This deterministic content analyzer processes page content directly to extract layout features and output metrics without relying on language models.

Can I use content analysis to pick optimal presentation templates based on data density?▼

Yes, you can use content analysis to pick optimal presentation templates based on data density. The analyzer outputs section-type distribution and content volume metrics, enabling informed and consistent template choices across your deck.