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GzuPark
GzuParkCOMMUNITY
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image-insight

Analyze images and output structured JSON profiles with composition, color, lighting, and generation parameters.

6|Updated Jan 12, 2026
Search Tags:#composition#image-analysis#prompt-generation#json-output#lighting#color-profile
One-click install
npx skills add https://github.com/GzuPark/claude-plugin-pack --skill image-insight
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: image-insight
Source: https://github.com/GzuPark/claude-plugin-pack/tree/main/plugins/task-forge/skills/image-insight
Command: npx skills add https://github.com/GzuPark/claude-plugin-pack --skill image-insight

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

Analyze uploaded images and return structured JSON profiles containing detailed breakdowns of composition, color, lighting, subject, and background to support image recreation and AI prompts.

Core Features & Use Cases

  • Automatic multi-category analysis (composition, color_profile, lighting, subject_analysis, background) with a single image input
  • Generates a validation-ready JSON following a fixed schema with generation parameters and actionable prompts
  • Suitable for product design, photography briefs, and AI-powered image generation pipelines to reproduce visual style

Quick Start

Provide an image file to the skill and request a full JSON analysis for recreation prompts.

Frequently Asked Questions about image-insight

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

FAQPage Schema
How do I analyze an image and output a JSON profile for composition and lighting?▼

To analyze an image and output a JSON profile, provide an image file to the skill. It returns a fixed JSON schema detailing dominant colors, lighting, technical specs, subject, and background.

Can I generate AI recreation prompts from an existing product shot?▼

Yes, you can generate AI recreation prompts from a product shot. The skill analyzes the image's composition and lighting, providing actionable prompts and parameters within a structured JSON output.

Does this image analysis tool work with both portraits and landscapes?▼

This image analysis tool works with varied image types including portraits, landscapes, and product shots. It automatically categorizes subject, background, and color profiles across these different formats.

What specific image properties are included in the JSON output?▼

The JSON output includes explicit fields for dominant colors, lighting, technical specs, composition, subject analysis, and generation parameters. This fixed schema ensures validation-ready data for recreation pipelines.

How do I use the extracted color profile and lighting data for AI generation?▼

You use the extracted color profile and lighting data by feeding the structured JSON output directly into AI generation pipelines. The schema provides clear prompts and parameters to reproduce the visual style.

Are there limitations when analyzing complex backgrounds for AI recreation?▼

The skill analyzes complex backgrounds as part of its comprehensive JSON profile, but limitations depend on the original image clarity. It provides explicit background fields to support accurate AI recreation.

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